Pith Number

pith:H2ZRTCXV

pith:2018:H2ZRTCXVE76KGO4ROOA3FENDOJ

not attested not anchored not stored refs pending

A Hardware-Software Blueprint for Flexible Deep Learning Specialization

Arvind Krishnamurthy, Carlos Guestrin, Eddie Yan, Jared Roesch, Josh Fromm, Lianmin Zheng, Luis Ceze, Luis Vega, Thierry Moreau, Tianqi Chen, Ziheng Jiang

arxiv:1807.04188 v3 · 2018-07-11 · cs.LG · cs.DC · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2ZRTCXVE76KGO4ROOA3FENDOJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

AEG: A Baremetal Framework for AI Acceleration via Direct Hardware Access in Heterogeneous Accelerators

Receipt and verification

First computed	2026-05-17T23:47:59.822296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3eb3198af527fca33b917381b291a3725b1c81595945ce59ada7fe4eb0e754cc

Aliases

arxiv: 1807.04188 · arxiv_version: 1807.04188v3 · doi: 10.48550/arxiv.1807.04188 · pith_short_12: H2ZRTCXVE76K · pith_short_16: H2ZRTCXVE76KGO4R · pith_short_8: H2ZRTCXV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/H2ZRTCXVE76KGO4ROOA3FENDOJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 3eb3198af527fca33b917381b291a3725b1c81595945ce59ada7fe4eb0e754cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00a6c394792b2e5e2b89c5ad1b9e6e6b8ca2106290aa36106bfea19a69734b59",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-11T15:19:30Z",
    "title_canon_sha256": "3f972a8618c0215e226dfa69b6825cecd27bb1275c888e7481dfa092ec73dbe8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.04188",
    "kind": "arxiv",
    "version": 3
  }
}